What you will learn in this course:

Business Understanding: Understanding Credit Bureaus, Complete Credit Life Cycle of a typical Credit Product, Credit Risk Strategy: How is risk mitigated at various stage of credit life cycle, Model Risk Management: Determining efficacy of Model, Model Design: Calculating Bad Definition for Non-Regulatory Models, Model Development: Data Prep, Data Cleansing, Variable selection/reduction and Model Development using traditional methodology, Business Scorecards: Acquisition and Behaviour Scorecards, Statistics: Descriptive and Inferntial Statistics, Predictive modeling techniques, Machine Learning: Usage of Advance ML Techniques like Random Forest, XGBoost for Modelling

Welcome to our course on Credit Risk Scorecard Model Development, led by industry veterans. Scorecards are vital in lending, crucial for assessing creditworthiness throughout the customer lifecycle. From loan evaluations to behavior monitoring and collections management, scorecards are indispensable in finance.

Mastering scorecard development, validation, and monitoring is key for a career in credit risk modeling. In this module, you’ll explore these intricacies, gaining the skills needed for success. With the rise of machine learning, scorecard development has evolved, offering innovative opportunities.

Join us to delve into both traditional methods and cutting-edge machine learning techniques. Whether you’re an experienced professional or a newcomer, this course equips you to thrive in the ever-changing world of credit risk modeling.

Materials Offered:

Installation of tools like Python.

Dataset for hands-on exercises and projects.

Course materials including slides, case studies, and reference materials.

Assessment:

Weekly quizzes to assess understanding of concepts covered.

Project evaluation based on the accuracy and robustness of developed scorecards.

Participation and engagement during hands-on exercises and discussions.

Certificate of Participation:

Participants who successfully complete all modules and assessments of the training program will be awarded a Certificate of Participation. The Certificate of Participation can be a valuable addition to participants’ resumes, demonstrating their competence and proficiency to potential employers or colleagues.

Career Guidance and Assistance:

We understand that achieving your career goals requires more than just acquiring knowledge; it also involves practical support and guidance. That’s why our program goes above and beyond to ensure your success. Our job assistance initiative doesn’t stop at merely providing generic job postings. Instead, we leverage our extensive network of industry connections to offer reference-based job openings. These exclusive opportunities are handpicked to match your skills and aspirations, increasing your chances of securing a position that aligns with your career objectives.

Additionally, we recognize the importance of presenting yourself effectively to potential employers. That’s why we offer personalized resume-building assistance tailored to highlight your strengths and achievements. Our team of experts will work closely with you to craft a compelling resume that showcases your expertise in credit scorecard modeling and positions you as a standout candidate in the competitive job market.

For more details and query contact us at, hello@dexlabanalytics.com